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authorJim Flynn <jim.flynn@arm.com>2020-10-06 10:14:50 +0100
committerJim Flynn <jim.flynn@arm.com>2020-10-07 14:02:38 +0000
commit68db06f466896d063822904915b24190cab92284 (patch)
tree8636bf70ffed2a4ab40083f8dfe1d4ebfcb817c3 /src/armnn
parent84dc8430432c0a65c2fdc8946e06d307d18df28d (diff)
downloadarmnn-68db06f466896d063822904915b24190cab92284.tar.gz
IVGCVSW-5362 Add Map layer and Map workload
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id2227c58809b84c7a7af61f7c0d88ad7d45ce558
Diffstat (limited to 'src/armnn')
-rw-r--r--src/armnn/InternalTypes.hpp1
-rw-r--r--src/armnn/LayersFwd.hpp2
-rw-r--r--src/armnn/layers/MapLayer.cpp49
-rw-r--r--src/armnn/layers/MapLayer.hpp42
4 files changed, 94 insertions, 0 deletions
diff --git a/src/armnn/InternalTypes.hpp b/src/armnn/InternalTypes.hpp
index fc35d35ef9..e95a63af45 100644
--- a/src/armnn/InternalTypes.hpp
+++ b/src/armnn/InternalTypes.hpp
@@ -43,6 +43,7 @@
X(LogSoftmax) \
X(Lstm) \
X(QLstm) \
+ X(Map) \
X(Maximum) \
X(Mean) \
X(MemCopy) \
diff --git a/src/armnn/LayersFwd.hpp b/src/armnn/LayersFwd.hpp
index fda00df7cc..f22110d3ac 100644
--- a/src/armnn/LayersFwd.hpp
+++ b/src/armnn/LayersFwd.hpp
@@ -36,6 +36,7 @@
#include "layers/L2NormalizationLayer.hpp"
#include "layers/LogSoftmaxLayer.hpp"
#include "layers/LstmLayer.hpp"
+#include "layers/MapLayer.hpp"
#include "layers/MaximumLayer.hpp"
#include "layers/MeanLayer.hpp"
#include "layers/MemCopyLayer.hpp"
@@ -126,6 +127,7 @@ DECLARE_LAYER(InstanceNormalization)
DECLARE_LAYER(L2Normalization)
DECLARE_LAYER(LogSoftmax)
DECLARE_LAYER(Lstm)
+DECLARE_LAYER(Map)
DECLARE_LAYER(Maximum)
DECLARE_LAYER(Mean)
DECLARE_LAYER(MemCopy)
diff --git a/src/armnn/layers/MapLayer.cpp b/src/armnn/layers/MapLayer.cpp
new file mode 100644
index 0000000000..bc6cbf19e5
--- /dev/null
+++ b/src/armnn/layers/MapLayer.cpp
@@ -0,0 +1,49 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include "MapLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+#include <backendsCommon/MapWorkload.hpp>
+
+namespace armnn
+{
+
+MapLayer::MapLayer(const char* name)
+ : Layer(1, 0, LayerType::Map, name)
+{
+}
+
+MapLayer* MapLayer::Clone(Graph& graph) const
+{
+ return CloneBase<MapLayer>(graph, GetName());
+}
+
+std::unique_ptr<IWorkload> MapLayer::CreateWorkload(const IWorkloadFactory& factory) const
+{
+ IgnoreUnused(factory);
+ MapQueueDescriptor descriptor;
+
+ //This is different from other workloads. Does not get created by the workload factory.
+ return std::make_unique<MapWorkload>(descriptor, PrepInfoAndDesc(descriptor));
+}
+
+void MapLayer::ValidateTensorShapesFromInputs()
+{
+ // validates that the input is connected.
+ VerifyLayerConnections(1, CHECK_LOCATION());
+ ARMNN_ASSERT(GetNumOutputSlots() == 0);
+}
+
+void MapLayer::Accept(ILayerVisitor& visitor) const
+{
+ IgnoreUnused(visitor);
+ throw armnn::Exception("MapLayer should not appear in an input graph");
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/MapLayer.hpp b/src/armnn/layers/MapLayer.hpp
new file mode 100644
index 0000000000..620caf73e9
--- /dev/null
+++ b/src/armnn/layers/MapLayer.hpp
@@ -0,0 +1,42 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include <Layer.hpp>
+
+namespace armnn
+{
+
+/// This layer represents a memory copy operation.
+class MapLayer : public Layer
+{
+public:
+ /// Makes a workload for the Map type.
+ /// @param [in] graph The graph where this layer can be found.
+ /// @param [in] factory The workload factory which will create the workload.
+ /// @return A pointer to the created workload, or nullptr if not created.
+ virtual std::unique_ptr<IWorkload>CreateWorkload(const IWorkloadFactory& factory) const override;
+
+ /// Creates a dynamically-allocated copy of this layer.
+ /// @param [in] graph The graph into which this layer is being cloned.
+ MapLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref MapLayer.
+ /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create a MapLayer.
+ /// @param [in] name Optional name for the layer.
+ MapLayer(const char* name);
+
+ /// Default destructor
+ ~MapLayer() = default;
+};
+
+} // namespace